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Copula Geo-Additive Modeling of Anaemia and Malnutrition among Children under Five Years in Angola, Senegal, and Malawi

Author

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  • Chris Khulu

    (School of Mathematics, Statistics and Computer Science, University of KwaZulu-Natal, Private Bag X01, Scottsville 3209, South Africa)

  • Shaun Ramroop

    (School of Mathematics, Statistics and Computer Science, University of KwaZulu-Natal, Private Bag X01, Scottsville 3209, South Africa)

  • Faustin Habyarimana

    (School of Mathematics, Statistics and Computer Science, University of KwaZulu-Natal, Private Bag X01, Scottsville 3209, South Africa)

Abstract

Notwithstanding the interventions implemented to address child mortality, anaemia and malnutrition remain a concern for the future of developing countries. Anaemia and malnutrition contribute a high proportion of the causes of childhood morbidity in Africa. The objective of this study is to jointly model anaemia and malnutrition using a copula geo-additive model. This study is a secondary data analysis where a Demographic and Health Survey of 2016 data from Angola, Malawi, and Senegal was used. The descriptive analysis was conducted in SPSS and the copula geo-additive model analysis was performed in R 3.63. The results showed that female children are notably associated with anaemia and a malnourished status (female estimate = 0.144, p -value = 0.027 for anaemia; female estimate = −0.105, p -value = 000 for malnutrition). The probability of each result decreased with an improvement in the mother’s level of schooling. This indicates an urgent requirement for interventions to be implemented by policymakers in order to manage children’s mortality rates. These interventions can include the introduction of educational programs for older adults, children’s dietary programs, and income generation initiatives (starting a small business, etc.). It is hoped that this paper can foster the utilization of copula methodology in this field of science with the use of cross-sectional data.

Suggested Citation

  • Chris Khulu & Shaun Ramroop & Faustin Habyarimana, 2022. "Copula Geo-Additive Modeling of Anaemia and Malnutrition among Children under Five Years in Angola, Senegal, and Malawi," IJERPH, MDPI, vol. 19(15), pages 1-15, July.
    • Handle: RePEc:gam:jijerp:v:19:y:2022:i:15:p:9080-:d:871770
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    References listed on IDEAS

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    1. Mariana Delgadinho & Catarina Ginete & Brígida Santos & Armandina Miranda & Miguel Brito, 2021. "Genotypic Diversity among Angolan Children with Sickle Cell Anemia," IJERPH, MDPI, vol. 18(10), pages 1-12, May.
    2. Linnemayr, Sebastian & Alderman, Harold & Ka, Abdoulaye, 2008. "Determinants of malnutrition in Senegal: Individual, household, community variables, and their interaction," Economics & Human Biology, Elsevier, vol. 6(2), pages 252-263, July.
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